Run
8875750

Run 8875750

Task 2372 (Supervised Classification) lung-cancer Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5765
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.1531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9108
Cross-validation details (10-fold Crossvalidation)